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eriklindernoren/ML-From-Scratch

Barebones NumPy ML implementations for learning

31.0K
Archived
Python
Computer Vision
Example Projects
NumPy
#machine-learning#deep-learning#numpy

Unity-Technologies/ml-agents

An open-source toolkit for training intelligent agents using deep reinforcement learning and imitation learning in Unity games and simulations.

19.2K
Active
C#
Agents & Orchestration
Unity3D
#deep-learning#deep-reinforcement-learning#machine-learning

microsoft/AirSim

Open-source simulator for autonomous vehicles and drones, built on Unreal Engine, with AI and computer vision capabilities.

18.0K
Experimental
C++
Computer Vision
Unreal Engine
#autonomous-vehicles#drones#computer-vision

AI4Finance-Foundation/FinRL

FinRL is a financial reinforcement learning library that helps developers build AI-driven trading agents.

14.1K
Active
Jupyter Notebook
Agents & Orchestration
PyTorch
#algorithmic-trading#deep-reinforcement-learning#fintech

datawhalechina/easy-rl

A comprehensive Chinese tutorial on reinforcement learning, with implementations of popular RL algorithms.

13.8K
Stable
Jupyter Notebook
Reinforcement Learning
#reinforcement-learning#deep-reinforcement-learning#educational-resource

carla-simulator/carla

Open-source simulator for autonomous driving research.

13.6K
Active
C++
#autonomous-driving#simulator#research

kmario23/deep-learning-drizzle

A comprehensive collection of deep learning, reinforcement learning, and machine learning resources for vibe coders.

12.8K
Archived
HTML
Machine Learning
#deep-learning#machine-learning#computer-vision

lexfridman/mit-deep-learning

This repository contains tutorials, assignments, and competitions for MIT's deep learning courses, covering a wide range of AI and machine learning topics.

10.4K
Archived
Jupyter Notebook
Deep Learning
#deep-learning#machine-learning#ai

vwxyzjn/cleanrl

High-quality single file implementation of Deep Reinforcement Learning algorithms with research-friendly features.

9.2K
Experimental
Python
PyTorch
#reinforcement-learning#deep-reinforcement-learning#ppo

evilsocket/pwnagotchi

A deep reinforcement learning tool that instrumentizes bettercap for WiFi pwning and handshake collection.

9.0K
Stable
Python
Agents & Orchestration
Security Research
#ai#bettercap#deep-learning

MITDeepLearning/introtodeeplearning

Lab materials for an introductory course on deep learning from MIT, covering computer vision, music generation, and more.

8.5K
Active
Jupyter Notebook
Computer Vision
Deep Learning
PyTorch
#deep-learning#computer-vision#music-generation

google/trax

Trax is a deep learning library that provides clear code and fast performance for building AI models.

8.3K
Stable
Python
LLM Frameworks
ML Ops
React
#deep-learning#reinforcement-learning#jax

yenchenlin/DeepLearningFlappyBird

A deep reinforcement learning-based implementation of the Flappy Bird game.

6.8K
Archived
Python
Deep Reinforcement Learning
#deep-learning#game-development#reinforcement-learning

yandexdataschool/Practical_RL

A course in reinforcement learning for developers interested in building AI-powered applications.

6.5K
Stable
Jupyter Notebook
Reinforcement Learning
Tutorials & Courses
PyTorch
#reinforcement-learning#machine-learning#ai-tools

udacity/deep-reinforcement-learning

This is a repository for the Udacity Deep Reinforcement Learning Nanodegree program, focusing on deep reinforcement learning algorithms and techniques.

5.1K
Archived
Jupyter Notebook
Reinforcement Learning
Tutorials & Courses
PyTorch
#deep-reinforcement-learning#openai-gym#reinforcement-learning-algorithms

huggingface/deep-rl-class

This repo contains a course on Deep Reinforcement Learning from Hugging Face.

4.8K
Stable
MDX
Reinforcement Learning
Tutorials & Courses
#deep-learning#reinforcement-learning#ai

andri27-ts/Reinforcement-Learning

A comprehensive resource for learning deep reinforcement learning with Python and Jupyter Notebook.

4.7K
Archived
Jupyter Notebook
Reinforcement Learning
Tutorials & Courses
#reinforcement-learning#deep-learning#machine-learning

LLMBook-zh/LLMBook-zh.github.io

This repository contains the book 'Large Language Models' authored by a team of researchers.

4.3K
Stable
Python
LLM Frameworks
Books & Guides
#natural-language-processing#deep-learning#fine-tuning

opendilab/awesome-RLHF

A curated list of resources for reinforcement learning with human feedback (RLHF), a key technique for developing AI systems.

4.3K
Stable
LLM Frameworks
Tutorials & Courses
#reinforcement-learning#human-feedback#large-language-models

simoninithomas/Deep_reinforcement_learning_Course

A collection of implementations from a free course on deep reinforcement learning using TensorFlow and PyTorch.

3.9K
Archived
Jupyter Notebook
Deep Reinforcement Learning
Tutorials & Courses
TensorFlow
#deep-learning#reinforcement-learning#tensorflow

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